Insights

In October 2026, Arizona approved a Veterans' Donation Fund grant paying for a DAV chapter's AI-assisted claims program — the chapter's own cost: zero. Every form, every correction round the reviewers sent back, every compliance rule in the award letter, published so the next funded program can be yours. October 2026 · 7 min read

New AI usage policies effective November 12, 2026 make three things mandatory in high-stakes domains like benefits: human review, clear accountability, and disclosure to the individual. Two were already our architecture. The third took two sentences — and we think it's the most important line in the product. October 2026 · 5 min read

A service organization CEO told us his officers regularly see 6,000-page files, and asked if we could handle them. We don't answer capacity questions with promises: 6,000 pages, 24 conditions, 1 hour 42 minutes, unattended — methodology included, along with the failure the week before that made this run bulletproof. September 2026 · 6 min read

Older C-files are full of handwritten notes, and a state veterans agency asked the fair question. So we built the test: print handwriting fully read, cursive read, and a deliberately ruined page refused — loudly, by page number. Test pages published, along with the bug the test caught in our own system. September 2026 · 5 min read

Leaders of veteran service organizations don't fear AI — they fear losing control of who uses it and how. The governance model that answers it: designated users named by leadership, per-person audit trails, outputs that stay drafts until an officer signs, and pricing that makes caution free. September 2026 · 5 min read

The particulate-matter presumption turns on where a veteran served, not what they worked with — so a flight-line crew chief may have no presumption at all. What § 3.320 actually covers, why several consulting sites get it wrong, and the routes that remain open when the shortcut closes. August 2026 · 7 min read

About $2 million a year for organizations serving Arizona veterans — and small grants under $5,000 are accepted year-round with a decision in about 30 days. How the fund works, what wins, what a claims office can realistically fund, and the rules to respect. July 2026 · 6 min read

The first-ever federal grant program for county and tribal veteran service offices — what it funds, who it's for (and not for), the honest status of the money, and five things an office can do before the application window ever opens. July 2026 · 6 min read

AI is arriving in claims work whether anyone invited it or not. A practical checklist for accredited service officers to separate a real tool from a risk — written to be used on us, too. June 2026 · 5 min read

A million new claims a year. Thirteen thousand accredited helpers. A multibillion-dollar industry growing in the gap between them. What the public data says about the free help every veteran is entitled to — and what it will take to fix the math. June 2026 · 8 min read